def get_experiments_outputs_spec(self):
import stores
if not self.experiments.count():
return None
annotation = {
'persistence_outputs': KeyTransform('outputs', 'persistence')
}
query = self.experiments.annotate(**annotation)
experiment_data = query.values_list('id', 'experiment_group__id',
'project__user__username',
'project__name',
'persistence_outputs')
outputs_spec_data = {}
for data in experiment_data:
project_name = PROJECT_UNIQUE_NAME_FORMAT.format(user=data[2],
project=data[3])
if data[1]:
group_name = GROUP_UNIQUE_NAME_FORMAT.format(
project_name=project_name, id=data[1])
experiment_name = EXPERIMENT_UNIQUE_NAME_FORMAT.format(
parent_name=group_name, id=data[0])
else:
experiment_name = EXPERIMENT_UNIQUE_NAME_FORMAT.format(
parent_name=project_name, id=data[0])
outputs_path = stores.get_experiment_outputs_path(
persistence=data[4], experiment_name=experiment_name)
outputs_spec_data[data[0]] = OutputsRefsSpec(path=outputs_path,
persistence=data[4])
return outputs_spec_data
def unique_name(self):
if self.experiment_group:
parent_name = self.experiment_group.unique_name
else:
parent_name = self.project.unique_name
return EXPERIMENT_UNIQUE_NAME_FORMAT.format(parent_name=parent_name,
id=self.id)